2 papers
cs.LG2025
Use of Continuous Glucose Monitoring with Machine Learning to Identify Metabolic Subphenotypes and Inform Precision Lifestyle Changes
Ahmed A. Metwally, Heyjun Park, Yue Wu +2
The classification of diabetes and prediabetes by static glucose thresholds obscures the pathophysiological dysglycemia heterogeneity, primarily driven by insulin resistance (IR),…
q-bio.QM2025
CGM Data Analysis 2.0: Functional Data Pattern Recognition and Artificial Intelligence Applications
David C. Klonoff, Richard M. Bergenstal, Eda Cengiz +16
New methods of CGM data analysis are emerging that are valuable for interpreting CGM patterns and underlying metabolic physiology. These new methods use functional data analysis an…